mfeat_fourier

Dataset statistics

Number of variables	20
Number of observations	2000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	6
Duplicate rows (%)	0.3%
Total size in memory	312.6 KiB
Average record size in memory	160.1 B

Variable types

NUM	20

Warnings

Dataset has 6 (0.3%) duplicate rows	Duplicates
`target` has 200 (10.0%) zeros	Zeros

Reproduction

Analysis started	2020-10-08 14:59:46.386466
Analysis finished	2020-10-08 15:01:06.157143
Duration	1 minute and 19.77 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

att5
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.300366591
Minimum	0.00209035
Maximum	0.79648722
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00209035
5-th percentile	0.068881636
Q1	0.1804207525
median	0.28251515
Q3	0.41329652
95-th percentile	0.574727031
Maximum	0.79648722
Range	0.79439687
Interquartile range (IQR)	0.2328757675

Descriptive statistics

Standard deviation	0.1562558736
Coefficient of variation (CV)	0.5202172222
Kurtosis	-0.7034705307
Mean	0.300366591
Median Absolute Deviation (MAD)	0.11436257
Skewness	0.3593458657
Sum	600.7331821
Variance	0.02441589804
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1531899	2	0.1%
0.48563612	2	0.1%
0.27180867	2	0.1%
0.29997635	2	0.1%
0.23642355	2	0.1%
0.28305624	2	0.1%
0.13823729	1	0.1%
0.38821576	1	0.1%
0.09298288	1	0.1%
0.17888904	1	0.1%
0.46458916	1	0.1%
0.67599328	1	0.1%
0.33489601	1	0.1%
0.34877974	1	0.1%
0.25299956	1	0.1%
0.20377356	1	0.1%
0.33001297	1	0.1%
0.2928608	1	0.1%
0.4349584	1	0.1%
0.43003405	1	0.1%
0.43790589	1	0.1%
0.52553452	1	0.1%
0.06495394	1	0.1%
0.22225759	1	0.1%
0.43384343	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00209035	1	0.1%
0.00629143	1	0.1%
0.00856358	1	0.1%
0.00879651	1	0.1%
0.00896502	1	0.1%
0.013448	1	0.1%
0.01426157	1	0.1%
0.01855911	1	0.1%
0.01876021	1	0.1%
0.0189702	1	0.1%

Value	Count	Frequency (%)
0.79648722	1	0.1%
0.72191089	1	0.1%
0.70342717	1	0.1%
0.69007757	1	0.1%
0.6806955	1	0.1%
0.67654158	1	0.1%
0.67599328	1	0.1%
0.67081022	1	0.1%
0.66573164	1	0.1%
0.66551395	1	0.1%

att36
Real number (ℝ_≥0)

Distinct	1993
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.08668581136
Minimum	0.00158334
Maximum	0.2606909
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00158334
5-th percentile	0.023630396
Q1	0.0548729225
median	0.082496675
Q3	0.114702715
95-th percentile	0.160950811
Maximum	0.2606909
Range	0.25910756
Interquartile range (IQR)	0.0598297925

Descriptive statistics

Standard deviation	0.04238861261
Coefficient of variation (CV)	0.488991358
Kurtosis	0.2456874461
Mean	0.08668581136
Median Absolute Deviation (MAD)	0.02970217
Skewness	0.5365806671
Sum	173.3716227
Variance	0.001796794479
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.06589866	2	0.1%
0.07376109	2	0.1%
0.16373863	2	0.1%
0.09518751	2	0.1%
0.15855962	2	0.1%
0.05682213	2	0.1%
0.11805202	2	0.1%
0.04565513	1	0.1%
0.08762827	1	0.1%
0.06868627	1	0.1%
0.13784139	1	0.1%
0.07829031	1	0.1%
0.06479509	1	0.1%
0.14859665	1	0.1%
0.07190746	1	0.1%
0.03022604	1	0.1%
0.09647535	1	0.1%
0.09238335	1	0.1%
0.05686329	1	0.1%
0.089293	1	0.1%
0.04746164	1	0.1%
0.03362531	1	0.1%
0.06797366	1	0.1%
0.13262747	1	0.1%
0.08195436	1	0.1%
Other values (1968)	1968	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00158334	1	0.1%
0.00305022	1	0.1%
0.00320701	1	0.1%
0.00422669	1	0.1%
0.00427357	1	0.1%
0.00445357	1	0.1%
0.00517171	1	0.1%
0.00561476	1	0.1%
0.00565468	1	0.1%
0.00572806	1	0.1%

Value	Count	Frequency (%)
0.2606909	1	0.1%
0.25335259	1	0.1%
0.25137723	1	0.1%
0.24946782	1	0.1%
0.24406666	1	0.1%
0.23510011	1	0.1%
0.23296146	1	0.1%
0.22814968	1	0.1%
0.22269133	1	0.1%
0.22054023	1	0.1%

att11
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1571189575
Minimum	0.00329301
Maximum	0.42363633
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00329301
5-th percentile	0.032770501
Q1	0.0864012775
median	0.14781802
Q3	0.22128726
95-th percentile	0.303427876
Maximum	0.42363633
Range	0.42034332
Interquartile range (IQR)	0.1348859825

Descriptive statistics

Standard deviation	0.08634385598
Coefficient of variation (CV)	0.549544481
Kurtosis	-0.6495090806
Mean	0.1571189575
Median Absolute Deviation (MAD)	0.06687186
Skewness	0.3672433457
Sum	314.2379151
Variance	0.007455261465
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.31853922	2	0.1%
0.25777696	2	0.1%
0.22931958	2	0.1%
0.06010195	2	0.1%
0.03340596	2	0.1%
0.16364633	2	0.1%
0.13698866	1	0.1%
0.03806033	1	0.1%
0.0742333	1	0.1%
0.17618341	1	0.1%
0.0231292	1	0.1%
0.11290113	1	0.1%
0.11777926	1	0.1%
0.10158469	1	0.1%
0.17291633	1	0.1%
0.04212216	1	0.1%
0.12754475	1	0.1%
0.1276396	1	0.1%
0.34066487	1	0.1%
0.29424007	1	0.1%
0.17919642	1	0.1%
0.03423784	1	0.1%
0.16424588	1	0.1%
0.13335109	1	0.1%
0.15600743	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00329301	1	0.1%
0.00376415	1	0.1%
0.00666245	1	0.1%
0.00698615	1	0.1%
0.00781464	1	0.1%
0.00787011	1	0.1%
0.00814698	1	0.1%
0.00973835	1	0.1%
0.00986745	1	0.1%
0.01015246	1	0.1%

Value	Count	Frequency (%)
0.42363633	1	0.1%
0.42080292	1	0.1%
0.40925964	1	0.1%
0.40402573	1	0.1%
0.39503567	1	0.1%
0.39111137	1	0.1%
0.39100519	1	0.1%
0.38747449	1	0.1%
0.38682122	1	0.1%
0.38121472	1	0.1%

att1
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1855442693
Minimum	0.00492771
Maximum	0.39577208
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00492771
5-th percentile	0.041750605
Q1	0.112065635
median	0.17609349
Q3	0.2702900325
95-th percentile	0.3265425795
Maximum	0.39577208
Range	0.39084437
Interquartile range (IQR)	0.1582243975

Descriptive statistics

Standard deviation	0.09189789571
Coefficient of variation (CV)	0.4952882462
Kurtosis	-1.068824823
Mean	0.1855442693
Median Absolute Deviation (MAD)	0.07660881
Skewness	0.04657490645
Sum	371.0885385
Variance	0.008445223236
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.25772223	2	0.1%
0.29598236	2	0.1%
0.13428931	2	0.1%
0.37817701	2	0.1%
0.31156662	2	0.1%
0.27157485	2	0.1%
0.28961339	1	0.1%
0.31644901	1	0.1%
0.12660725	1	0.1%
0.18388255	1	0.1%
0.2127079	1	0.1%
0.33575042	1	0.1%
0.23328817	1	0.1%
0.15586502	1	0.1%
0.18972555	1	0.1%
0.20387401	1	0.1%
0.33208103	1	0.1%
0.20212988	1	0.1%
0.27891943	1	0.1%
0.07298948	1	0.1%
0.09789693	1	0.1%
0.30879079	1	0.1%
0.26438305	1	0.1%
0.33830103	1	0.1%
0.14387789	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00492771	1	0.1%
0.00627628	1	0.1%
0.00664648	1	0.1%
0.00731136	1	0.1%
0.00889163	1	0.1%
0.00914746	1	0.1%
0.00943675	1	0.1%
0.01013882	1	0.1%
0.01023823	1	0.1%
0.01048812	1	0.1%

Value	Count	Frequency (%)
0.39577208	1	0.1%
0.38516286	1	0.1%
0.38334105	1	0.1%
0.37817701	2	0.1%
0.36791513	1	0.1%
0.36753856	1	0.1%
0.36648917	1	0.1%
0.36587351	1	0.1%
0.36304554	1	0.1%
0.36296474	1	0.1%

att46
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.07813430361
Minimum	0.00232565
Maximum	0.23181054
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00232565
5-th percentile	0.023254886
Q1	0.0506415225
median	0.074571305
Q3	0.1009716375
95-th percentile	0.148066869
Maximum	0.23181054
Range	0.22948489
Interquartile range (IQR)	0.050330115

Descriptive statistics

Standard deviation	0.03755549892
Coefficient of variation (CV)	0.480653147
Kurtosis	0.05080860277
Mean	0.07813430361
Median Absolute Deviation (MAD)	0.02524881
Skewness	0.5273479812
Sum	156.2686072
Variance	0.001410415499
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03078402	2	0.1%
0.15366913	2	0.1%
0.15992114	2	0.1%
0.08154401	2	0.1%
0.08033835	2	0.1%
0.15659908	2	0.1%
0.06070701	1	0.1%
0.08170705	1	0.1%
0.17011486	1	0.1%
0.17100742	1	0.1%
0.08891361	1	0.1%
0.08638569	1	0.1%
0.14788414	1	0.1%
0.08354435	1	0.1%
0.09929233	1	0.1%
0.02187498	1	0.1%
0.1678465	1	0.1%
0.08720869	1	0.1%
0.05996432	1	0.1%
0.06225883	1	0.1%
0.10869887	1	0.1%
0.08410818	1	0.1%
0.02804689	1	0.1%
0.07273317	1	0.1%
0.08253543	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00232565	1	0.1%
0.00374793	1	0.1%
0.00405807	1	0.1%
0.00474246	1	0.1%
0.00519238	1	0.1%
0.00549989	1	0.1%
0.00583986	1	0.1%
0.00712912	1	0.1%
0.00737167	1	0.1%
0.00745142	1	0.1%

Value	Count	Frequency (%)
0.23181054	1	0.1%
0.22551891	1	0.1%
0.21406467	1	0.1%
0.20998705	1	0.1%
0.20706489	1	0.1%
0.19989063	1	0.1%
0.19219778	1	0.1%
0.19121036	1	0.1%
0.18592649	1	0.1%
0.18553398	1	0.1%

att48
Real number (ℝ_≥0)

Distinct	1993
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.0726558679
Minimum	0.00325095
Maximum	0.23412151
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00325095
5-th percentile	0.0190912085
Q1	0.04439662
median	0.067617775
Q3	0.096139885
95-th percentile	0.139890229
Maximum	0.23412151
Range	0.23087056
Interquartile range (IQR)	0.051743265

Descriptive statistics

Standard deviation	0.0378630906
Coefficient of variation (CV)	0.5211291489
Kurtosis	0.4811694635
Mean	0.0726558679
Median Absolute Deviation (MAD)	0.02520972
Skewness	0.7064919624
Sum	145.3117358
Variance	0.00143361363
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02689369	2	0.1%
0.14505881	2	0.1%
0.04514433	2	0.1%
0.09149892	2	0.1%
0.09294697	2	0.1%
0.05847307	2	0.1%
0.04382033	2	0.1%
0.02488271	1	0.1%
0.08663567	1	0.1%
0.02186265	1	0.1%
0.02848598	1	0.1%
0.0507339	1	0.1%
0.10337182	1	0.1%
0.01030166	1	0.1%
0.0821401	1	0.1%
0.09583468	1	0.1%
0.12648789	1	0.1%
0.13826519	1	0.1%
0.02783879	1	0.1%
0.06799064	1	0.1%
0.05920476	1	0.1%
0.02854787	1	0.1%
0.03093477	1	0.1%
0.04871287	1	0.1%
0.04752887	1	0.1%
Other values (1968)	1968	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00325095	1	0.1%
0.00375832	1	0.1%
0.004322	1	0.1%
0.00494309	1	0.1%
0.00522683	1	0.1%
0.00531281	1	0.1%
0.0053611	1	0.1%
0.00543764	1	0.1%
0.00589295	1	0.1%
0.00608534	1	0.1%

Value	Count	Frequency (%)
0.23412151	1	0.1%
0.22701634	1	0.1%
0.22228963	1	0.1%
0.21684172	1	0.1%
0.21370408	1	0.1%
0.21115756	1	0.1%
0.20399517	1	0.1%
0.20351117	1	0.1%
0.20340895	1	0.1%
0.20293187	1	0.1%

att66
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1312653263
Minimum	0.00377491
Maximum	0.3717567
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00377491
5-th percentile	0.0355334515
Q1	0.08326845
median	0.12527872
Q3	0.170498215
95-th percentile	0.2568166565
Maximum	0.3717567
Range	0.36798179
Interquartile range (IQR)	0.087229765

Descriptive statistics

Standard deviation	0.06659910986
Coefficient of variation (CV)	0.5073625439
Kurtosis	0.4957433348
Mean	0.1312653263
Median Absolute Deviation (MAD)	0.0439125
Skewness	0.6654825299
Sum	262.5306525
Variance	0.004435441434
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.185417	2	0.1%
0.06913397	2	0.1%
0.32298284	2	0.1%
0.15756776	2	0.1%
0.1247451	2	0.1%
0.01225191	2	0.1%
0.04765333	1	0.1%
0.08589216	1	0.1%
0.16732098	1	0.1%
0.18325583	1	0.1%
0.07697851	1	0.1%
0.19630637	1	0.1%
0.09669095	1	0.1%
0.13939954	1	0.1%
0.13002673	1	0.1%
0.07150857	1	0.1%
0.08780306	1	0.1%
0.1492543	1	0.1%
0.29860706	1	0.1%
0.2544415	1	0.1%
0.17492277	1	0.1%
0.17320271	1	0.1%
0.18346217	1	0.1%
0.21152534	1	0.1%
0.19179724	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00377491	1	0.1%
0.00458132	1	0.1%
0.0049541	1	0.1%
0.00636963	1	0.1%
0.00760848	1	0.1%
0.00851464	1	0.1%
0.00933993	1	0.1%
0.0112207	1	0.1%
0.01132265	1	0.1%
0.01152389	1	0.1%

Value	Count	Frequency (%)
0.3717567	1	0.1%
0.36902706	1	0.1%
0.36817284	1	0.1%
0.36735307	1	0.1%
0.36126732	1	0.1%
0.35790231	1	0.1%
0.35440414	1	0.1%
0.35289807	1	0.1%
0.34732763	1	0.1%
0.34620533	1	0.1%

att54
Real number (ℝ_≥0)

Distinct	1993
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.09115354591
Minimum	0.00157472
Maximum	0.25699967
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00157472
5-th percentile	0.0267021245
Q1	0.0588510075
median	0.086756645
Q3	0.1187698375
95-th percentile	0.1737374145
Maximum	0.25699967
Range	0.25542495
Interquartile range (IQR)	0.05991883

Descriptive statistics

Standard deviation	0.04434763241
Coefficient of variation (CV)	0.4865157133
Kurtosis	0.1402850044
Mean	0.09115354591
Median Absolute Deviation (MAD)	0.029567685
Skewness	0.5776514091
Sum	182.3070918
Variance	0.0019667125
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.15212075	2	0.1%
0.1167295	2	0.1%
0.12522438	2	0.1%
0.09034697	2	0.1%
0.09555732	2	0.1%
0.19139507	2	0.1%
0.08988003	2	0.1%
0.06807474	1	0.1%
0.19589896	1	0.1%
0.03040733	1	0.1%
0.09749273	1	0.1%
0.11795316	1	0.1%
0.10643466	1	0.1%
0.14064265	1	0.1%
0.13972862	1	0.1%
0.11600978	1	0.1%
0.19674932	1	0.1%
0.14342208	1	0.1%
0.06314888	1	0.1%
0.10189194	1	0.1%
0.10455981	1	0.1%
0.0280753	1	0.1%
0.10688154	1	0.1%
0.10242577	1	0.1%
0.06935902	1	0.1%
Other values (1968)	1968	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00157472	1	0.1%
0.00208576	1	0.1%
0.00221125	1	0.1%
0.00322667	1	0.1%
0.00507356	1	0.1%
0.00589276	1	0.1%
0.00667782	1	0.1%
0.00701301	1	0.1%
0.00740492	1	0.1%
0.00823102	1	0.1%

Value	Count	Frequency (%)
0.25699967	1	0.1%
0.2459629	1	0.1%
0.23939539	1	0.1%
0.23740472	1	0.1%
0.23697456	1	0.1%
0.23344173	1	0.1%
0.23099911	1	0.1%
0.23014345	1	0.1%
0.2255359	1	0.1%
0.22517183	1	0.1%

att51
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.08020043735
Minimum	0.00187021
Maximum	0.24775746
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00187021
5-th percentile	0.0217705275
Q1	0.048069015
median	0.074399025
Q3	0.1071167175
95-th percentile	0.1558083335
Maximum	0.24775746
Range	0.24588725
Interquartile range (IQR)	0.0590477025

Descriptive statistics

Standard deviation	0.04206779335
Coefficient of variation (CV)	0.5245332163
Kurtosis	0.2595203097
Mean	0.08020043735
Median Absolute Deviation (MAD)	0.029154565
Skewness	0.6765986869
Sum	160.4008747
Variance	0.001769699238
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.21258382	2	0.1%
0.0542997	2	0.1%
0.06126686	2	0.1%
0.10021541	2	0.1%
0.18927181	2	0.1%
0.10744144	2	0.1%
0.0360898	1	0.1%
0.06943852	1	0.1%
0.04530879	1	0.1%
0.12471189	1	0.1%
0.04098554	1	0.1%
0.08638515	1	0.1%
0.05759871	1	0.1%
0.09170479	1	0.1%
0.0666465	1	0.1%
0.06025301	1	0.1%
0.18223074	1	0.1%
0.16991551	1	0.1%
0.01599109	1	0.1%
0.0417275	1	0.1%
0.14548475	1	0.1%
0.24350717	1	0.1%
0.13396	1	0.1%
0.05955033	1	0.1%
0.05129761	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00187021	1	0.1%
0.00280476	1	0.1%
0.00411617	1	0.1%
0.00456011	1	0.1%
0.00472436	1	0.1%
0.00510702	1	0.1%
0.00518386	1	0.1%
0.00564878	1	0.1%
0.00580591	1	0.1%
0.00622932	1	0.1%

Value	Count	Frequency (%)
0.24775746	1	0.1%
0.24350717	1	0.1%
0.24161657	1	0.1%
0.22949955	1	0.1%
0.2214283	1	0.1%
0.21563778	1	0.1%
0.21436187	1	0.1%
0.21345985	1	0.1%
0.21258382	2	0.1%
0.21100275	1	0.1%

att29
Real number (ℝ_≥0)

Distinct	1993
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.0921729566
Minimum	0.00017629
Maximum	0.312097
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00017629
5-th percentile	0.024115552
Q1	0.0540677325
median	0.084744615
Q3	0.120034855
95-th percentile	0.187094826
Maximum	0.312097
Range	0.31192071
Interquartile range (IQR)	0.0659671225

Descriptive statistics

Standard deviation	0.05172973271
Coefficient of variation (CV)	0.5612246218
Kurtosis	1.203279802
Mean	0.0921729566
Median Absolute Deviation (MAD)	0.03254853
Skewness	0.9730116825
Sum	184.3459132
Variance	0.002675965246
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.07091218	2	0.1%
0.16974611	2	0.1%
0.07523709	2	0.1%
0.0771823	2	0.1%
0.07592175	2	0.1%
0.22010262	2	0.1%
0.14873338	2	0.1%
0.03348968	1	0.1%
0.17092254	1	0.1%
0.05731024	1	0.1%
0.08288285	1	0.1%
0.11219932	1	0.1%
0.07509359	1	0.1%
0.0653641	1	0.1%
0.02733564	1	0.1%
0.12074399	1	0.1%
0.06492703	1	0.1%
0.11823547	1	0.1%
0.01579697	1	0.1%
0.02699999	1	0.1%
0.18056466	1	0.1%
0.13100255	1	0.1%
0.05125023	1	0.1%
0.11497848	1	0.1%
0.07076407	1	0.1%
Other values (1968)	1968	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00017629	1	0.1%
0.00160702	1	0.1%
0.00239058	1	0.1%
0.00260557	1	0.1%
0.00423397	1	0.1%
0.0050328	1	0.1%
0.00564088	1	0.1%
0.00574787	1	0.1%
0.00581819	1	0.1%
0.00639913	1	0.1%

Value	Count	Frequency (%)
0.312097	1	0.1%
0.30987962	1	0.1%
0.30563276	1	0.1%
0.30243436	1	0.1%
0.3016789	1	0.1%
0.30108927	1	0.1%
0.29404019	1	0.1%
0.27916289	1	0.1%
0.2791517	1	0.1%
0.27849927	1	0.1%

att68
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1284089095
Minimum	0.00365267
Maximum	0.41878277
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00365267
5-th percentile	0.036619295
Q1	0.0786667175
median	0.121103105
Q3	0.17152426
95-th percentile	0.2431137645
Maximum	0.41878277
Range	0.4151301
Interquartile range (IQR)	0.0928575425

Descriptive statistics

Standard deviation	0.06480105313
Coefficient of variation (CV)	0.5046460824
Kurtosis	0.1583643811
Mean	0.1284089095
Median Absolute Deviation (MAD)	0.045702665
Skewness	0.5870420735
Sum	256.817819
Variance	0.004199176487
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.28490491	2	0.1%
0.17152426	2	0.1%
0.11204376	2	0.1%
0.08026021	2	0.1%
0.22563377	2	0.1%
0.01700377	2	0.1%
0.05565227	1	0.1%
0.14967384	1	0.1%
0.16374428	1	0.1%
0.18380184	1	0.1%
0.13579601	1	0.1%
0.12312201	1	0.1%
0.11126159	1	0.1%
0.18298233	1	0.1%
0.14891191	1	0.1%
0.17470358	1	0.1%
0.04367183	1	0.1%
0.25477843	1	0.1%
0.20869709	1	0.1%
0.11134324	1	0.1%
0.09549946	1	0.1%
0.1295192	1	0.1%
0.16021005	1	0.1%
0.1587696	1	0.1%
0.07140722	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00365267	1	0.1%
0.00400679	1	0.1%
0.00526836	1	0.1%
0.00570854	1	0.1%
0.00948358	1	0.1%
0.00976643	1	0.1%
0.00977527	1	0.1%
0.01055844	1	0.1%
0.01058664	1	0.1%
0.01150647	1	0.1%

Value	Count	Frequency (%)
0.41878277	1	0.1%
0.38062687	1	0.1%
0.36924367	1	0.1%
0.34455914	1	0.1%
0.34395149	1	0.1%
0.33832354	1	0.1%
0.33761645	1	0.1%
0.3259028	1	0.1%
0.32555224	1	0.1%
0.32086075	1	0.1%

att71
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1499567766
Minimum	0.00377982
Maximum	0.45628155
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00377982
5-th percentile	0.0299166075
Q1	0.0793867975
median	0.137442935
Q3	0.2054238025
95-th percentile	0.318950796
Maximum	0.45628155
Range	0.45250173
Interquartile range (IQR)	0.126037005

Descriptive statistics

Standard deviation	0.08826700958
Coefficient of variation (CV)	0.5886163438
Kurtosis	-0.1215770735
Mean	0.1499567766
Median Absolute Deviation (MAD)	0.061934085
Skewness	0.6470285529
Sum	299.9135532
Variance	0.00779106498
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0948903	2	0.1%
0.24934771	2	0.1%
0.26818936	2	0.1%
0.24805604	2	0.1%
0.09537116	2	0.1%
0.2511816	2	0.1%
0.14120759	1	0.1%
0.28951534	1	0.1%
0.11588372	1	0.1%
0.09439569	1	0.1%
0.25675577	1	0.1%
0.0637911	1	0.1%
0.09386272	1	0.1%
0.2758861	1	0.1%
0.3528536	1	0.1%
0.0249193	1	0.1%
0.0116671	1	0.1%
0.0732371	1	0.1%
0.11282252	1	0.1%
0.21355093	1	0.1%
0.04944319	1	0.1%
0.17845761	1	0.1%
0.34418153	1	0.1%
0.20147863	1	0.1%
0.06488971	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00377982	1	0.1%
0.00442648	1	0.1%
0.00478888	1	0.1%
0.00502699	1	0.1%
0.00503633	1	0.1%
0.00676516	1	0.1%
0.00734105	1	0.1%
0.00749073	1	0.1%
0.00805251	1	0.1%
0.00824042	1	0.1%

Value	Count	Frequency (%)
0.45628155	1	0.1%
0.4343606	1	0.1%
0.43213063	1	0.1%
0.42150001	1	0.1%
0.41739817	1	0.1%
0.41580711	1	0.1%
0.40940862	1	0.1%
0.40255414	1	0.1%
0.40230197	1	0.1%
0.40036499	1	0.1%

att19
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1193962378
Minimum	0.00230379
Maximum	0.44011261
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00230379
5-th percentile	0.0301177115
Q1	0.071987385
median	0.112425575
Q3	0.15569146
95-th percentile	0.2348399345
Maximum	0.44011261
Range	0.43780882
Interquartile range (IQR)	0.083704075

Descriptive statistics

Standard deviation	0.06494074547
Coefficient of variation (CV)	0.5439094786
Kurtosis	1.99492262
Mean	0.1193962378
Median Absolute Deviation (MAD)	0.04101489
Skewness	1.029985535
Sum	238.7924757
Variance	0.004217300422
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.09837684	2	0.1%
0.13418658	2	0.1%
0.20403262	2	0.1%
0.08255952	2	0.1%
0.23336155	2	0.1%
0.11607738	2	0.1%
0.04457582	1	0.1%
0.14621468	1	0.1%
0.16773729	1	0.1%
0.07954617	1	0.1%
0.15880356	1	0.1%
0.0362102	1	0.1%
0.13940655	1	0.1%
0.09182648	1	0.1%
0.13014278	1	0.1%
0.10233192	1	0.1%
0.15084884	1	0.1%
0.07748164	1	0.1%
0.05216971	1	0.1%
0.03720526	1	0.1%
0.07945218	1	0.1%
0.08979793	1	0.1%
0.09602859	1	0.1%
0.1358384	1	0.1%
0.08031372	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00230379	1	0.1%
0.00486002	1	0.1%
0.00605524	1	0.1%
0.00682307	1	0.1%
0.00769109	1	0.1%
0.00808331	1	0.1%
0.00973972	1	0.1%
0.00985012	1	0.1%
0.00987733	1	0.1%
0.01020328	1	0.1%

Value	Count	Frequency (%)
0.44011261	1	0.1%
0.41075329	1	0.1%
0.40956274	1	0.1%
0.40723087	1	0.1%
0.40560336	1	0.1%
0.40233025	1	0.1%
0.3965906	1	0.1%
0.39566321	1	0.1%
0.3937549	1	0.1%
0.38901322	1	0.1%

att13
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.164245782
Minimum	0.00142364
Maximum	0.47188111
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00142364
5-th percentile	0.0325149005
Q1	0.089438945
median	0.156005215
Q3	0.233350665
95-th percentile	0.31833502
Maximum	0.47188111
Range	0.47045747
Interquartile range (IQR)	0.14391172

Descriptive statistics

Standard deviation	0.09122333959
Coefficient of variation (CV)	0.5554075027
Kurtosis	-0.604041187
Mean	0.164245782
Median Absolute Deviation (MAD)	0.07079314
Skewness	0.3867834768
Sum	328.4915639
Variance	0.008321697686
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.20953787	2	0.1%
0.25012685	2	0.1%
0.18796356	2	0.1%
0.15549073	2	0.1%
0.31255573	2	0.1%
0.06217312	2	0.1%
0.25870489	1	0.1%
0.15226533	1	0.1%
0.03755536	1	0.1%
0.07147035	1	0.1%
0.09012702	1	0.1%
0.09426443	1	0.1%
0.08108047	1	0.1%
0.07587162	1	0.1%
0.18047519	1	0.1%
0.18000493	1	0.1%
0.03974131	1	0.1%
0.27409405	1	0.1%
0.07722185	1	0.1%
0.25270509	1	0.1%
0.13907608	1	0.1%
0.28185175	1	0.1%
0.18036158	1	0.1%
0.07605102	1	0.1%
0.11249497	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00142364	1	0.1%
0.00241142	1	0.1%
0.00461674	1	0.1%
0.00526326	1	0.1%
0.00599971	1	0.1%
0.00692473	1	0.1%
0.00774143	1	0.1%
0.00855114	1	0.1%
0.00947334	1	0.1%
0.00999279	1	0.1%

Value	Count	Frequency (%)
0.47188111	1	0.1%
0.46048722	1	0.1%
0.44479868	1	0.1%
0.43204098	1	0.1%
0.41820921	1	0.1%
0.41727575	1	0.1%
0.41139625	1	0.1%
0.41135022	1	0.1%
0.41007141	1	0.1%
0.40611344	1	0.1%

att59
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.09047379155
Minimum	0.00173879
Maximum	0.26816983
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00173879
5-th percentile	0.0215005995
Q1	0.0518622375
median	0.0835039
Q3	0.1236326925
95-th percentile	0.181056307
Maximum	0.26816983
Range	0.26643104
Interquartile range (IQR)	0.071770455

Descriptive statistics

Standard deviation	0.04855415305
Coefficient of variation (CV)	0.5366653948
Kurtosis	-0.2128738272
Mean	0.09047379155
Median Absolute Deviation (MAD)	0.034536905
Skewness	0.54623049
Sum	180.9475831
Variance	0.002357505779
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02321288	2	0.1%
0.08802095	2	0.1%
0.12752669	2	0.1%
0.18152764	2	0.1%
0.16153016	2	0.1%
0.09728621	2	0.1%
0.03613722	1	0.1%
0.11000578	1	0.1%
0.1709148	1	0.1%
0.10744614	1	0.1%
0.10239608	1	0.1%
0.17839309	1	0.1%
0.10506429	1	0.1%
0.00934724	1	0.1%
0.06288063	1	0.1%
0.03788634	1	0.1%
0.06098562	1	0.1%
0.05685632	1	0.1%
0.06753253	1	0.1%
0.07836088	1	0.1%
0.10683257	1	0.1%
0.02230856	1	0.1%
0.0716012	1	0.1%
0.14104874	1	0.1%
0.12883578	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00173879	1	0.1%
0.00369551	1	0.1%
0.00433916	1	0.1%
0.00448196	1	0.1%
0.00468606	1	0.1%
0.00492508	1	0.1%
0.00509456	1	0.1%
0.00592086	1	0.1%
0.00657459	1	0.1%
0.00697825	1	0.1%

Value	Count	Frequency (%)
0.26816983	1	0.1%
0.26614744	1	0.1%
0.24912932	1	0.1%
0.24650722	1	0.1%
0.23380052	1	0.1%
0.2307733	1	0.1%
0.22762251	1	0.1%
0.22753796	1	0.1%
0.22745916	1	0.1%
0.22706826	1	0.1%

att34
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.08297373781
Minimum	0.00256918
Maximum	0.31466858
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00256918
5-th percentile	0.0225200915
Q1	0.0510748575
median	0.077458395
Q3	0.10770552
95-th percentile	0.1644904605
Maximum	0.31466858
Range	0.3120994
Interquartile range (IQR)	0.0566306625

Descriptive statistics

Standard deviation	0.04406113544
Coefficient of variation (CV)	0.5310250762
Kurtosis	1.212847316
Mean	0.08297373781
Median Absolute Deviation (MAD)	0.028256435
Skewness	0.8800037469
Sum	165.9474756
Variance	0.001941383656
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.05205778	2	0.1%
0.06106431	2	0.1%
0.05840636	2	0.1%
0.06220187	2	0.1%
0.10306166	2	0.1%
0.16324921	2	0.1%
0.04624897	1	0.1%
0.07210544	1	0.1%
0.10038127	1	0.1%
0.07431965	1	0.1%
0.0802618	1	0.1%
0.04697592	1	0.1%
0.07050739	1	0.1%
0.05366694	1	0.1%
0.01085496	1	0.1%
0.08564785	1	0.1%
0.1002265	1	0.1%
0.02954952	1	0.1%
0.06454521	1	0.1%
0.08328546	1	0.1%
0.11208905	1	0.1%
0.08089554	1	0.1%
0.07848178	1	0.1%
0.09212132	1	0.1%
0.10705096	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00256918	1	0.1%
0.00269399	1	0.1%
0.00315502	1	0.1%
0.00329774	1	0.1%
0.00458757	1	0.1%
0.00459451	1	0.1%
0.00485925	1	0.1%
0.00489593	1	0.1%
0.00577109	1	0.1%
0.00644843	1	0.1%

Value	Count	Frequency (%)
0.31466858	1	0.1%
0.27776706	1	0.1%
0.27231028	1	0.1%
0.26539589	1	0.1%
0.26224322	1	0.1%
0.24752973	1	0.1%
0.24517663	1	0.1%
0.23794031	1	0.1%
0.23629368	1	0.1%
0.23366496	1	0.1%

att10
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1517155539
Minimum	0.00234154
Maximum	0.58494186
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00234154
5-th percentile	0.036635492
Q1	0.0849203
median	0.13659515
Q3	0.2022550625
95-th percentile	0.321558864
Maximum	0.58494186
Range	0.58260032
Interquartile range (IQR)	0.1173347625

Descriptive statistics

Standard deviation	0.08722397092
Coefficient of variation (CV)	0.5749177896
Kurtosis	0.1032189062
Mean	0.1517155539
Median Absolute Deviation (MAD)	0.057390005
Skewness	0.7355033631
Sum	303.4311079
Variance	0.007608021104
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.09340761	2	0.1%
0.3081836	2	0.1%
0.14916161	2	0.1%
0.1109638	2	0.1%
0.30445234	2	0.1%
0.08694749	2	0.1%
0.15114531	1	0.1%
0.07607574	1	0.1%
0.07204275	1	0.1%
0.13110104	1	0.1%
0.220211	1	0.1%
0.15951556	1	0.1%
0.05806998	1	0.1%
0.2106978	1	0.1%
0.04725705	1	0.1%
0.19672622	1	0.1%
0.03613916	1	0.1%
0.18052952	1	0.1%
0.27803479	1	0.1%
0.19245132	1	0.1%
0.11805772	1	0.1%
0.08247498	1	0.1%
0.17399014	1	0.1%
0.11014381	1	0.1%
0.05000699	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00234154	1	0.1%
0.00347126	1	0.1%
0.00641303	1	0.1%
0.00649939	1	0.1%
0.00751934	1	0.1%
0.00773344	1	0.1%
0.00816145	1	0.1%
0.00875765	1	0.1%
0.01127799	1	0.1%
0.01138809	1	0.1%

Value	Count	Frequency (%)
0.58494186	1	0.1%
0.44960016	1	0.1%
0.42609885	1	0.1%
0.41998918	1	0.1%
0.40895111	1	0.1%
0.39498092	1	0.1%
0.3946344	1	0.1%
0.39398848	1	0.1%
0.39184787	1	0.1%
0.39142012	1	0.1%

att6
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1583138707
Minimum	0.00267619
Maximum	0.48334174
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00267619
5-th percentile	0.0280846265
Q1	0.0934888575
median	0.149465895
Q3	0.2108167175
95-th percentile	0.329407338
Maximum	0.48334174
Range	0.48066555
Interquartile range (IQR)	0.11732786

Descriptive statistics

Standard deviation	0.08902186855
Coefficient of variation (CV)	0.562312501
Kurtosis	0.2291304264
Mean	0.1583138707
Median Absolute Deviation (MAD)	0.058210615
Skewness	0.6456652096
Sum	316.6277413
Variance	0.00792489308
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.12642856	2	0.1%
0.1430952	2	0.1%
0.16019809	2	0.1%
0.10341491	2	0.1%
0.18739538	2	0.1%
0.24751661	2	0.1%
0.06847987	1	0.1%
0.18803708	1	0.1%
0.23547887	1	0.1%
0.23324312	1	0.1%
0.11061987	1	0.1%
0.18987449	1	0.1%
0.16884844	1	0.1%
0.18772981	1	0.1%
0.12351773	1	0.1%
0.04322157	1	0.1%
0.10422945	1	0.1%
0.07207894	1	0.1%
0.30582451	1	0.1%
0.09742818	1	0.1%
0.01546714	1	0.1%
0.17468907	1	0.1%
0.14416832	1	0.1%
0.1576014	1	0.1%
0.08745637	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00267619	1	0.1%
0.00278427	1	0.1%
0.00305422	1	0.1%
0.00411983	1	0.1%
0.00418524	1	0.1%
0.00455257	1	0.1%
0.00468871	1	0.1%
0.00619741	1	0.1%
0.00625091	1	0.1%
0.0072713	1	0.1%

Value	Count	Frequency (%)
0.48334174	1	0.1%
0.47991325	1	0.1%
0.47097059	1	0.1%
0.46814298	1	0.1%
0.45271451	1	0.1%
0.44866841	1	0.1%
0.43902021	1	0.1%
0.42830582	1	0.1%
0.42632092	1	0.1%
0.42551632	1	0.1%

att35
Real number (ℝ_≥0)

Distinct	1994
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.09123026692
Minimum	0.00396516
Maximum	0.27889178
Zeros	0
Zeros (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.00396516
5-th percentile	0.025218357
Q1	0.059659505
median	0.088910165
Q3	0.118911735
95-th percentile	0.1658269825
Maximum	0.27889178
Range	0.27492662
Interquartile range (IQR)	0.05925223

Descriptive statistics

Standard deviation	0.0424745198
Coefficient of variation (CV)	0.4655748715
Kurtosis	0.0174035756
Mean	0.09123026692
Median Absolute Deviation (MAD)	0.02961216
Skewness	0.394082788
Sum	182.4605338
Variance	0.001804084832
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.11480545	2	0.1%
0.04974786	2	0.1%
0.07385013	2	0.1%
0.03205825	2	0.1%
0.10250295	2	0.1%
0.11250352	2	0.1%
0.17221128	1	0.1%
0.08174257	1	0.1%
0.03472553	1	0.1%
0.05840141	1	0.1%
0.07690556	1	0.1%
0.13019605	1	0.1%
0.10732456	1	0.1%
0.0802742	1	0.1%
0.17067235	1	0.1%
0.05932039	1	0.1%
0.09811929	1	0.1%
0.11519341	1	0.1%
0.03862374	1	0.1%
0.15368873	1	0.1%
0.17358322	1	0.1%
0.1314113	1	0.1%
0.17149328	1	0.1%
0.13385003	1	0.1%
0.0718189	1	0.1%
Other values (1969)	1969	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00396516	1	0.1%
0.0043182	1	0.1%
0.00490143	1	0.1%
0.0049649	1	0.1%
0.00588648	1	0.1%
0.00620318	1	0.1%
0.00627067	1	0.1%
0.00722906	1	0.1%
0.00820264	1	0.1%
0.00842662	1	0.1%

Value	Count	Frequency (%)
0.27889178	1	0.1%
0.25491796	1	0.1%
0.23830811	1	0.1%
0.22828818	1	0.1%
0.22828753	1	0.1%
0.22483652	1	0.1%
0.22022788	1	0.1%
0.21993101	1	0.1%
0.21508398	1	0.1%
0.21505445	1	0.1%

target
Real number (ℝ_≥0)

ZEROS

Distinct	10
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.5
Minimum	0
Maximum	9
Zeros	200
Zeros (%)	10.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4.5
Q3	7
95-th percentile	9
Maximum	9
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.872999663
Coefficient of variation (CV)	0.6384443696
Kurtosis	-1.224302538
Mean	4.5
Median Absolute Deviation (MAD)	2.5
Skewness	0
Sum	9000
Variance	8.254127064
Monotocity	Increasing

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
9	200	10.0%
8	200	10.0%
7	200	10.0%
6	200	10.0%
5	200	10.0%
4	200	10.0%
3	200	10.0%
2	200	10.0%
1	200	10.0%
0	200	10.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	200	10.0%
1	200	10.0%
2	200	10.0%
3	200	10.0%
4	200	10.0%
5	200	10.0%
6	200	10.0%
7	200	10.0%
8	200	10.0%
9	200	10.0%

Value	Count	Frequency (%)
9	200	10.0%
8	200	10.0%
7	200	10.0%
6	200	10.0%
5	200	10.0%
4	200	10.0%
3	200	10.0%
2	200	10.0%
1	200	10.0%
0	200	10.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	att5	att36	att11	att1	att46	att48	att66	att54	att51	att29	att68	att71	att19	att13	att59	att34	att10	att6	att35
0	0.616078	0.083773	0.075942	0.065882	0.063582	0.059101	0.081256	0.077170	0.083515	0.120526	0.113374	0.067795	0.114051	0.077903	0.099352	0.035213	0.037065	0.035856	0.079009
1	0.599280	0.097209	0.017184	0.049142	0.072633	0.040413	0.131552	0.117419	0.088277	0.144867	0.069337	0.045447	0.234876	0.012904	0.054884	0.054896	0.059661	0.041217	0.088678
2	0.612494	0.091450	0.017012	0.034172	0.071334	0.059481	0.082467	0.117885	0.054556	0.074607	0.218842	0.047154	0.103112	0.060468	0.033732	0.090263	0.044569	0.056554	0.072140
3	0.546316	0.088568	0.036931	0.062336	0.019268	0.044408	0.165806	0.017055	0.067212	0.034270	0.085479	0.075950	0.056670	0.051425	0.081941	0.156005	0.119052	0.045779	0.018523
4	0.608455	0.058436	0.093298	0.061970	0.072733	0.056720	0.130661	0.107442	0.049535	0.117097	0.106960	0.015674	0.206554	0.051809	0.052613	0.080176	0.049142	0.023631	0.076863
5	0.515568	0.090319	0.064759	0.068159	0.055434	0.044616	0.206224	0.069600	0.106287	0.071422	0.042722	0.028059	0.055454	0.057612	0.076475	0.066202	0.177476	0.036970	0.070621
6	0.593649	0.049844	0.116938	0.088707	0.070241	0.111334	0.118938	0.110229	0.075824	0.053481	0.076617	0.053327	0.049154	0.122071	0.111777	0.079280	0.083669	0.059416	0.082839
7	0.647993	0.055044	0.083372	0.074973	0.049910	0.071795	0.020213	0.045176	0.057742	0.103869	0.245769	0.026833	0.161806	0.138664	0.130565	0.032238	0.028298	0.071831	0.048710
8	0.579327	0.052658	0.087923	0.059108	0.013211	0.044120	0.137098	0.067053	0.006464	0.102878	0.071713	0.012997	0.073952	0.054454	0.022593	0.023211	0.096414	0.032159	0.061626
9	0.481188	0.007398	0.006986	0.012237	0.090532	0.045516	0.196816	0.073314	0.023453	0.086954	0.103715	0.051203	0.078360	0.033280	0.034579	0.063742	0.182301	0.023898	0.076222

Last rows

	att5	att36	att11	att1	att46	att48	att66	att54	att51	att29	att68	att71	att19	att13	att59	att34	att10	att6	att35	target
1990	0.265579	0.105642	0.260020	0.148897	0.075254	0.017500	0.078382	0.093919	0.107383	0.117376	0.144505	0.236971	0.133416	0.112495	0.129038	0.041719	0.095236	0.215861	0.101398	9
1991	0.494518	0.003207	0.264264	0.260004	0.077855	0.227016	0.121755	0.085398	0.151920	0.032034	0.164442	0.284417	0.129192	0.262971	0.103235	0.052488	0.240752	0.107543	0.176957	9
1992	0.215969	0.136876	0.163154	0.084451	0.101193	0.042305	0.060959	0.092309	0.127505	0.141204	0.116571	0.049935	0.197632	0.088928	0.050294	0.088064	0.218963	0.258308	0.161817	9
1993	0.283491	0.088473	0.028941	0.159415	0.066691	0.060033	0.119996	0.033530	0.040363	0.098209	0.143965	0.225515	0.064633	0.180109	0.094776	0.057240	0.162045	0.151190	0.084771	9
1994	0.199172	0.124026	0.136732	0.208960	0.055438	0.045833	0.019229	0.115775	0.059782	0.073699	0.254778	0.252927	0.090253	0.137968	0.064369	0.034383	0.181042	0.216428	0.105686	9
1995	0.264413	0.088187	0.285930	0.171874	0.027019	0.104869	0.046033	0.082007	0.032245	0.136418	0.197440	0.138887	0.012541	0.040784	0.149871	0.164326	0.081889	0.220274	0.023602	9
1996	0.427077	0.072170	0.260356	0.152025	0.072769	0.082037	0.172447	0.077904	0.055483	0.049501	0.161606	0.295227	0.076026	0.097286	0.135955	0.048612	0.124391	0.313656	0.110184	9
1997	0.417769	0.074187	0.236554	0.335606	0.068134	0.104543	0.260553	0.063698	0.073042	0.115836	0.121659	0.132893	0.157626	0.243448	0.080542	0.026233	0.079550	0.123067	0.113309	9
1998	0.326383	0.132610	0.138491	0.253910	0.025809	0.103718	0.093953	0.131884	0.104314	0.178404	0.168154	0.199125	0.083987	0.274987	0.163914	0.057551	0.097131	0.167960	0.101957	9
1999	0.236424	0.095188	0.060102	0.271575	0.030784	0.058473	0.012252	0.089880	0.054300	0.075237	0.225634	0.251182	0.098377	0.250127	0.023213	0.058406	0.149162	0.187395	0.112504	9

Most frequent

	att5	att36	att11	att1	att46	att48	att66	att54	att51	att29	att68	att71	att19	att13	att59	att34	att10	att6	att35	target	count
0	0.153190	0.073761	0.163646	0.257722	0.081544	0.092947	0.157568	0.095557	0.061267	0.077182	0.017004	0.249348	0.204033	0.062173	0.127527	0.163249	0.304452	0.247517	0.032058	3	2
1	0.236424	0.095188	0.060102	0.271575	0.030784	0.058473	0.012252	0.089880	0.054300	0.075237	0.225634	0.251182	0.098377	0.250127	0.023213	0.058406	0.149162	0.187395	0.112504	9	2
2	0.271809	0.065899	0.257777	0.311567	0.159921	0.145059	0.124745	0.191395	0.189272	0.070912	0.171524	0.268189	0.134187	0.209538	0.161530	0.103062	0.093408	0.126429	0.114805	7	2
3	0.283056	0.118052	0.033406	0.295982	0.156599	0.045144	0.069134	0.116729	0.100215	0.148733	0.284905	0.248056	0.082560	0.312556	0.097286	0.062202	0.086947	0.160198	0.049748	6	2
4	0.299976	0.163739	0.229320	0.134289	0.080338	0.091499	0.185417	0.152121	0.212584	0.220103	0.080260	0.094890	0.116077	0.155491	0.181528	0.061064	0.308184	0.143095	0.102503	5	2
5	0.485636	0.158560	0.318539	0.378177	0.153669	0.026894	0.322983	0.125224	0.107441	0.169746	0.112044	0.095371	0.233362	0.187964	0.088021	0.052058	0.110964	0.103415	0.073850	6	2

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequent